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Designing Deep Learning Systems: A software engineer's guide

By Chi Wang, Donald Szeto
eBook
$49.99
By Chi Wang, Donald Szeto
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A vital guide to building the platforms and systems that bring deep learning models to production.

In Designing Deep Learning Systems you will learn how to:

  • Transfer your software development skills to deep learning systems
  • Recognize and solve common engineering challenges for deep learning systems
  • Understand the deep learning development cycle
  • Automate training for models in TensorFlow and PyTorch
  • Optimize dataset management, training, model serving and hyperparameter tuning
  • Pick the righ...

Categories

Science & TechnologyComputersEngineeringTechnologyRobotics & Artificial IntelligenceArtificial Intelligence (AI)Database ManagementNeural NetworksDatabases - General & MiscellaneousMachine Learning